2006
DOI: 10.1016/j.jfineco.2005.01.005
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Separating microstructure noise from volatility

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Cited by 505 publications
(150 citation statements)
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“…It is common practice in the realized variance literature to use midpoints of bid-ask quotes as measures of the true prices, which are generally less noisy measures of the efficient prices than are transaction prices since they do not suffer from bid-ask bounce effects (Bandi and Russell, 2006). The selection of 5-minute returns as the optimal sampling frequency is probably the most popular choice and has been used extensively in the realized volatility literature Bollerslev, 1997, 1998;Andersen et al, 2001a,b).…”
Section: Page 12 Of 36mentioning
confidence: 99%
“…It is common practice in the realized variance literature to use midpoints of bid-ask quotes as measures of the true prices, which are generally less noisy measures of the efficient prices than are transaction prices since they do not suffer from bid-ask bounce effects (Bandi and Russell, 2006). The selection of 5-minute returns as the optimal sampling frequency is probably the most popular choice and has been used extensively in the realized volatility literature Bollerslev, 1997, 1998;Andersen et al, 2001a,b).…”
Section: Page 12 Of 36mentioning
confidence: 99%
“…2 See Andersen, Bollerslev, and Diebold (2003), Bai, Russell, and Tiao (2000), Aït-Sahalia, Mykland, and Zhang (2006), Barndorff-Nielsen and Shephard (2003), Bandi and Russell (2005), Zhang, Mykland, and Aït-Sahalia (2005), and Hansen and Lunde (2006). 3 See Bates (1996), Bakshi, Cao, and Chen (1997), Aït-Sahalia (2002), Andersen, Benzoni, and Lund (2002), Pan to the presence of jumps in efficient prices.…”
Section: And the Reference Therein]mentioning
confidence: 99%
“…In order to reduce the bias and mean squared error one can include covariances. Another solution is the choice of optimal sampling frequency (Bandi and Russell [3,4,6]), Zhang et al [46], Hansen and Lunde [26,27] and Oomen [36]). …”
Section: Realized Volatilitymentioning
confidence: 99%